The transformation of healthcare through artificial intelligence (AI) brings powerful opportunities—but it also creates an urgent need for transparency. As AI increasingly guides critical decisions, from diagnoses to data-driven insights, the healthcare sector must ensure these systems are explainable and trustworthy. Black-box models—those that provide results without revealing how...